Robust Uplift Modeling with Large-Scale Contexts for Real-time Marketing.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025
Causality for Large Language Models.
CoRR, 2024
IntOPE: Off-Policy Evaluation in the Presence of Interference.
CoRR, 2024
Causal Inference with Complex Treatments: A Survey.
CoRR, 2024
A Generative Approach for Treatment Effect Estimation under Collider Bias: From an Out-of-Distribution Perspective.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation.
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Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024